Pattern rejection strategies for the design of self-paced EEG-based Brain-Computer Interfaces. - Fabien Lotte; Harold Mouchère; Anatole Lécuyer (ICPR, 2008)

Brain-Computer Interfaces, Virtual Reality, and Videogames. - Anatole Lécuyer; Fabien Lotte; Richard B. Reilly; Robert Leeb; Michitaka Hirose; Mel Slater (Computer, 2008)

Classifying EEG for brain computer interfaces using Gaussian processes. - Mingjun Zhong; Fabien Lotte; Mark A. Girolami; Anatole Lécuyer (Pattern Recognit. Lett., 2008)

Study of Electroencephalographic Signal Processing and Classification Techniques towards the use of Brain-Computer Interfaces in Virtual Reality Applications. - Fabien Lotte (2008)

Towards ambulatory brain-computer interfaces: a pilot study with P300 signals. - Fabien Lotte; Junya Fujisawa; Hideaki Touyama; Rika Ito; Michitaka Hirose; Anatole Lécuyer (Advances in Computer Entertainment Technology, 2009)

A performance model of selection techniques for p300-based brain-computer interfaces. - Jean-Baptiste Sauvan; Anatole Lécuyer; Fabien Lotte; Géry Casiez (CHI, 2009)

FuRIA: an inverse solution based feature extraction algorithm using fuzzy set theory for brain-computer interfaces. - Fabien Lotte; Anatole Lécuyer; Bruno Arnaldi (IEEE Trans. Signal Process., 2009)

Learning from other subjects helps reducing Brain-Computer Interface calibration time. - Fabien Lotte; Cuntai Guan (ICASSP, 2010)

Spatially Regularized Common Spatial Patterns for EEG Classification. - Fabien Lotte; Cuntai Guan (ICPR, 2010)

Exploring Large Virtual Environments by Thoughts Using a Brain-Computer Interface Based on Motor Imagery and High-Level Commands. - Fabien Lotte; Aurélien van Langhenhove; Fabrice Lamarche; Thomas Ernest; Yann Renard; Bruno Arnaldi; Anatole Lécuyer (Presence Teleoperators Virtual Environ., 2010)

OpenViBE: An Open-Source Software Platform to Design, Test, and Use Brain-Computer Interfaces in Real and Virtual Environments. - Yann Renard; Fabien Lotte; Guillaume Gibert; Marco Congedo; Emmanuel Maby; Vincent Delannoy; Olivier Bertrand; Anatole Lécuyer (Presence Teleoperators Virtual Environ., 2010)

Comparative study of band-power extraction techniques for Motor Imagery classification. - Nicolas Brodu; Fabien Lotte; Anatole Lécuyer (CCMB, 2011)

Using scalp electrical biosignals to control an object by concentration and relaxation tasks: Design and evaluation. - Laurent George 002; Fabien Lotte; Raquel Viciana-Abad; Anatole Lécuyer (EMBC, 2011)

Brain-computer interfaces for 3D games: hype or hope? - Fabien Lotte (FDG, 2011)

Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms. - Fabien Lotte; Cuntai Guan (IEEE Trans. Biomed. Eng., 2011)

A new feature and associated optimal spatial filter for EEG signal classification: Waveform Length. - Fabien Lotte (ICPR, 2012)

Brain computer interface vs walking interface in VR: the impact of motor activity on spatial transfer. - Florian Larrue; Hélène Sauzéon; Lioubov Aguilova; Fabien Lotte; Martin Hachet; Bernard N'Kaoua (VRST, 2012)

Brain-Computer Interfaces: Beyond Medical Applications. - Jan B. F. van Erp; Fabien Lotte; Michael Tangermann (Computer, 2012)

Exploring two novel features for EEG-based brain-computer interfaces: Multifractal cumulants and predictive complexity. - Nicolas Brodu; Fabien Lotte; Anatole Lécuyer (Neurocomputing, 2012)

Les interfaces cerveau-ordinateur. Conception et utilisation en réalité virtuelle. - Fabien Lotte (Tech. Sci. Informatiques, 2012)

Two Brains, One Game: Design and Evaluation of a Multiuser BCI Video Game Based on Motor Imagery. - Laurent Bonnet; Fabien Lotte; Anatole Lécuyer (IEEE Trans. Comput. Intell. AI Games, 2013)

Guest Editorial: Brain/neuronal - Computer game interfaces and interaction. - Damien Coyle; José C. Príncipe; Fabien Lotte; Anton Nijholt (IEEE Trans. Comput. Intell. AI Games, 2013)

Assessing the zone of comfort in stereoscopic displays using EEG. - Jérémy Frey; Leonard Pommereau; Fabien Lotte; Martin Hachet (CHI Extended Abstracts, 2014)

Optimizing spatial filter pairs for EEG classification based on phase-synchronization. - Nicoletta Caramia; Fabien Lotte; Stefano Ramat (ICASSP, 2014)

Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction. - Jérémy Frey; Christian Mühl; Fabien Lotte; Martin Hachet (PhyCS, 2014)

Design and Validation of a Mental and Social Stress Induction Protocol - Towards Load-invariant Physiology-based Stress Detection. - Camille Jeunet; Fabien Lotte; Christian Mühl (PhyCS, 2014)

Teegi: tangible EEG interface. - Jérémy Frey; Renaud Gervais; Stéphanie Fleck; Fabien Lotte; Martin Hachet (UIST, 2014)

The Mind-Mirror: See your brain in action in your head using EEG and augmented reality. - Jonathan Mercier-Ganady; Fabien Lotte; Emilie Loup-Escande; Maud Marchal; Anatole Lécuyer (VR, 2014)

Synthetic Evidential Study as Augmented Collective Thought Process - Preliminary Report. - Toyoaki Nishida; Masakazu Abe; Takashi Ookaki; Divesh Lala; Sutasinee Thovutikul; Hengjie Song; Yasser F. O. Mohammad; Christian Nitschke; Yoshimasa Ohmoto; Atsushi Nakazawa; Takaaki Shochi; Jean-Luc Rouas; et al. (ACIIDS (1), 2015)

Towards improved BCI based on human learning principles. - Fabien Lotte; Camille Jeunet (BCI, 2015)

Averaging covariance matrices for EEG signal classification based on the CSP: An empirical study. - Florian Yger; Fabien Lotte; Masashi Sugiyama (EUSIPCO, 2015)

Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept. - Jérémy Frey; Aurélien Appriou; Fabien Lotte; Martin Hachet (INTERACT (4), 2015)

Continuous Tactile Feedback for Motor-Imagery Based Brain-Computer Interaction in a Multitasking Context. - Camille Jeunet; Chi Thanh Vi; Daniel Spelmezan; Bernard N'Kaoua; Fabien Lotte; Sriram Subramanian (INTERACT (1), 2015)

Continuous Mental Effort Evaluation During 3D Object Manipulation Tasks Based on Brain and Physiological Signals. - Dennis Wobrock; Jérémy Frey; Delphine Graeff; Jean-Baptiste de la Rivière; Julien Castet; Fabien Lotte (INTERACT (1), 2015)

Towards Explanatory Feedback for User Training in Brain-Computer Interfaces. - Julia Schumacher; Camille Jeunet; Fabien Lotte (SMC, 2015)

Signal Processing Approaches to Minimize or Suppress Calibration Time in Oscillatory Activity-Based Brain-Computer Interfaces. - Fabien Lotte (Proc. IEEE, 2015)

Towards Usable Electroencephalography-based Brain-Computer Interfaces. - Fabien Lotte (2016)

Framework for Electroencephalography-based Evaluation of User Experience. - Jérémy Frey; Maxime Daniel; Julien Castet; Martin Hachet; Fabien Lotte (CHI, 2016)

Towards a spatial ability training to improve Mental Imagery based Brain-Computer Interface (MI-BCI) performance: A Pilot study. - Suzy Teillet; Fabien Lotte; Bernard N'Kaoua; Camille Jeunet (SMC, 2016)

TOBE: Tangible Out-of-Body Experience. - Renaud Gervais; Jérémy Frey; Alexis Gay; Fabien Lotte; Martin Hachet (TEI, 2016)

Classifying EEG Signals during Stereoscopic Visualization to Estimate Visual Comfort. - Jérémy Frey; Aurélien Appriou; Fabien Lotte; Martin Hachet (Comput. Intell. Neurosci., 2016)

Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies. - Jérémy Frey; Renaud Gervais; Thibault Lainé; Maxime Duluc; Hugo Germain; Stéphanie Fleck; Fabien Lotte; Martin Hachet (CHI Extended Abstracts, 2017)

When HCI Meets Neurotechnologies: What You Should Know about Brain-Computer Interfaces. - Jérémy Frey; Jelena Mladenovic; Fabien Lotte; Camille Jeunet; Léa Pillette (CHI Extended Abstracts, 2017)

Towards a Cognitive Model of MI-BCI User Training. - Camille Jeunet; Bernard N'Kaoua; Fabien Lotte (GBCIC, 2017)

Online Classification accuracy is a Poor Metric to Study Mental imagery-based BCI User Learning: an Experimental Demonstration and New Metrics. - Fabien Lotte; Camille Jeunet (GBCIC, 2017)

Tikhonov Regularization enhances EEG-based Spatial filtering for single-Trial Regression. - Andreas Meinel; Fabien Lotte; Michael Tangermann (GBCIC, 2017)

The Impact of Flow in an EEG-based brain Computer Interface. - Jelena Mladenovic; Jérémy Frey; Manon Bonnet-Save; Jérémie Mattout; Fabien Lotte (GBCIC, 2017)

Peanut: Personalised Emotional Agent for Neurotechnology User-Training. - Léa Pillette; Camille Jeunet; Boris Mansencal; Roger Nkambou; Bernard N'Kaoua; Fabien Lotte (GBCIC, 2017)

A generic framework for adaptive EEG-based BCI training and operation. - Jelena Mladenovic; Jérémie Mattout; Fabien Lotte (CoRR, 2017)

Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals. - Aurélien Appriou; Andrzej Cichocki; Fabien Lotte (CHI Extended Abstracts, 2018)

Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study. - Li Zhu 002; Fabien Lotte; Gaochao Cui; Junhua Li; Changle Zhou; Andrzej Cichocki (CW, 2018)

Active Inference for Adaptive BCI: application to the P300 Speller. - Jelena Mladenovic; Jérémy Frey; Emmanuel Maby; Mateus Joffily; Fabien Lotte; Jérémie Mattout (CoRR, 2018)

Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer Interfaces. - Satyam Kumar 005; Florian Yger; Fabien Lotte (BCI, 2019)

Are users' traits informative enough to predict/explain their mental-imagery based BCI performances? - Camille Benaroch; Fabien Lotte; Camille Jeunet (GBCIC, 2019)

Design and Preliminary Study of a neurofeedback Protocol to Self-Regulate an EEG Marker of Drowsiness. - Thibaut Monseigne; Fabien Lotte; Stéphanie Bioulac; Pierre Philip; Jean-Arthur Micoulaud-Franchi (GBCIC, 2019)

Would Motor-Imagery based BCI user training benefit from more women experimenters? - Aline Roc; Léa Pillette; Bernard N'Kaoua; Fabien Lotte (GBCIC, 2019)

AI in the media and creative industries. - Giuseppe Amato 001; Malte Behrmann; Frédéric Bimbot; Baptiste Caramiaux; Fabrizio Falchi; Ander García; Joost Geurts; Jaume Gibert; Guillaume Gravier; Hadmut Holken; Hartmut Koenitz; Sylvain Lefebvre 001; et al. (CoRR, 2019)

Towards Artificial Learning Companions for Mental Imagery-based Brain-Computer Interfaces. - Léa Pillette; Camille Jeunet; Roger Nkambou; Bernard N'Kaoua; Fabien Lotte (CoRR, 2019)

Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems - Guidelines Derived from Simulation and Real-World Data. - Andreas Meinel; Sebastián Castaño-Candamil; Benjamin Blankertz; Fabien Lotte; Michael Tangermann (Neuroinformatics, 2019)

Monitoring Pilot's Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions. - Frédéric Dehais; Alban Duprès; Sarah Blum; Nicolas Drougard; Sébastien Scannella; Raphaëlle N. Roy; Fabien Lotte (Sensors, 2019)

Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering. - Maria Sayu Yamamoto; Khadijeh Sadatnejad; Toshihisa Tanaka 001; Md. Rabiul Islam 003; Yuichi Tanaka 001; Fabien Lotte (EMBC, 2020)

Channel Selection over Riemannian Manifold with Non-Stationarity Consideration for Brain-Computer Interface Applications. - Khadijeh Sadatnejad; Aline Roc; Léa Pillette; Aurélien Appriou; Thibaut Monseigne; Fabien Lotte (ICASSP, 2020)

Towards measuring states of epistemic curiosity through electroencephalographic signals. - Aurélien Appriou; Jessy Ceha; Smeety Pramij; Dan Dutartre; Edith Law; Pierre-Yves Oudeyer; Fabien Lotte (SMC, 2020)

Assessing The Relevance Of Neurophysiological Patterns To Predict Motor Imagery-based BCI Users' Performance. - Eidan Tzdaka; Camille Benaroch; Camille Jeunet; Fabien Lotte (SMC, 2020)

A physical learning companion for Mental-Imagery BCI User Training. - Léa Pillette; Camille Jeunet; Boris Mansencal; Roger N'Kambou; Bernard N'Kaoua; Fabien Lotte (Int. J. Hum. Comput. Stud., 2020)

Guidelines to use Transfer Learning for Motor Imagery Detection: an experimental study. - Laurent Bougrain; Sébastien Rimbert; Pedro L. C. Rodrigues; Geoffrey Canron; Fabien Lotte (NER, 2021)

Experimenters' Influence on Mental-Imagery based Brain-Computer Interface User Training. - Léa Pillette; Aline Roc; Bernard N'Kaoua; Fabien Lotte (Int. J. Hum. Comput. Stud., 2021)

Multi-Session Influence of Two Modalities of Feedback and Their Order of Presentation on MI-BCI User Training. - Léa Pillette; Bernard N'Kaoua; Romain Sabau; Bertrand Glize; Fabien Lotte (Multimodal Technol. Interact., 2021)

BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification. - Aurélien Appriou; Léa Pillette; David Trocellier; Dan Dutartre; Andrzej Cichocki; Fabien Lotte (Sensors, 2021)

ERD modulations during motor imageries relate to users' traits and BCI performances. - Sébastien Rimbert; Fabien Lotte (EMBC, 2022)

Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results. - Maria Sayu Yamamoto; Fabien Lotte; Florian Yger; Sylvain Chevallier (EMBC, 2022)

Is Event-Related Desynchronization variability correlated with BCI performance? - Sébastien Rimbert; David Trocellier; Fabien Lotte (MetroXRAINE, 2022)

Identifying factors influencing the outcome of BCI-based post stroke motor rehabilitation towards its personalization with Artificial Intelligence. - David Trocellier; Bernard N'Kaoua; Fabien Lotte (MetroXRAINE, 2022)

Towards Identifying Optimal Biased Feedback for Various User States and Traits in Motor Imagery BCI. - Jelena Mladenovic; Jérémy Frey; Smeety Pramij; Jérémie Mattout; Fabien Lotte (IEEE Trans. Biomed. Eng., 2022)

Impact of the baseline temporal selection on the ERD/ERS analysis for Motor Imagery-based BCI. - Sébastien Rimbert; David Trocellier; Fabien Lotte (EMBC, 2023)

Novel SPD Matrix Representations Considering Cross-Frequency Coupling for EEG Classification Using Riemannian Geometry. - Maria Sayu Yamamoto; Apolline Mellot; Sylvain Chevallier; Fabien Lotte (EUSIPCO, 2023)

Prediction of Motor-Imagery-BCI performance using Median Nerve Stimulation. - Sébastien Rimbert; Valérie Marissens Cueva; Laurent Bougrain; Fabien Lotte (BCI, 2024)

Machine Learning Methods for BCI: challenges, pitfalls and promises. - Jaime Riascos; Marta Molinas; Fabien Lotte (ESANN, 2024)

Averaging Trajectories on the Manifold of Symmetric Positive Definite Matrices. - Thibault de Surrel; Florian Yger; Sylvain Chevallier; Fabien Lotte (EUSIPCO, 2024)

Bayesian model of individual learning to control a motor imagery BCI. - Côme Annicchiarico; Fabien Lotte; Jérémie Mattout (CoRR, 2024)

Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification. - Maria Sayu Yamamoto; Khadijeh Sadatnejad; Toshihisa Tanaka 001; Md. Rabiul Islam 003; Frédéric Dehais; Yuichi Tanaka 001; Fabien Lotte (IEEE Trans. Biomed. Eng., 2024)

From Post-Median Nerve Stimulation ERD to MI-BCI Expertise Prediction. - Valérie Marissens Cueva; Fabien Lotte; Laurent Bougrain; Sébastien Rimbert (BCI, 2025)

Artificial Intelligence in Science and Society: The Vision of USERN. - Tommaso Dorigo; Gary D. Brown; Carlo Casonato; Artemi Cerdà; Joseph Ciarrochi; Mauro Da Lio; Nicole D'Souza; Nicolas R. Gauger; Steven C. Hayes; Stefan G. Hofmann; Robert Johansson; Marcus Liwicki; et al. (IEEE Access, 2025)

Geometry-Aware visualization of high dimensional Symmetric Positive Definite matrices. - Thibault de Surrel; Sylvain Chevallier; Fabien Lotte; Florian Yger (Trans. Mach. Learn. Res., 2025)

Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices. - Thibault de Surrel; Fabien Lotte; Sylvain Chevallier; Florian Yger (CoRR, 2025)

A probabilistic view on Riemannian machine learning models for SPD matrices. - Thibault de Surrel; Florian Yger; Fabien Lotte; Sylvain Chevallier (CoRR, 2025)

An Active Inference perspective on Neurofeedback Training. - Côme Annicchiarico; Fabien Lotte; Jérémie Mattout (CoRR, 2025)